TY - GEN
T1 - RDF data management in the Amazon cloud
AU - Bugiotti, Francesca
AU - Goasdoué, François
AU - Kaoudi, Zoi
AU - Manolescu, Ioana
PY - 2012/7/27
Y1 - 2012/7/27
N2 - Cloud computing has been massively adopted recently in many applications for its elastic scaling and fault-tolerance. At the same time, given that the amount of available RDF data sources on the Web increases rapidly, there is a constant need for scalable RDF data management tools. In this paper we propose a novel architecture for the distributed management of RDF data, exploiting an existing commercial cloud infrastructure, namely Amazon Web Services (AWS). We study the problem of indexing RDF data stored within AWS, by using SimpleDB, a key-value store provided by AWS for small data items. The goal of the index is to efficiently identify the RDF datasets which may have answers for a given query, and route the query only to those. We devised and experimented with several indexing strategies; we discuss experimental results and avenues for future work.
AB - Cloud computing has been massively adopted recently in many applications for its elastic scaling and fault-tolerance. At the same time, given that the amount of available RDF data sources on the Web increases rapidly, there is a constant need for scalable RDF data management tools. In this paper we propose a novel architecture for the distributed management of RDF data, exploiting an existing commercial cloud infrastructure, namely Amazon Web Services (AWS). We study the problem of indexing RDF data stored within AWS, by using SimpleDB, a key-value store provided by AWS for small data items. The goal of the index is to efficiently identify the RDF datasets which may have answers for a given query, and route the query only to those. We devised and experimented with several indexing strategies; we discuss experimental results and avenues for future work.
U2 - 10.1145/2320765.2320790
DO - 10.1145/2320765.2320790
M3 - Conference contribution
AN - SCOPUS:84864151637
SN - 9781450311434
T3 - ACM International Conference Proceeding Series
SP - 61
EP - 72
BT - Proceedings - Joint EDBT/ICDT Workshops 2012
T2 - Joint EDBT/ICDT Workshops 2012
Y2 - 30 March 2012 through 30 March 2012
ER -